ignite
https://github.com/pytorch/ignite
Python
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
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- Issues
- FSDP Support
- feat(metrics): add Character Error Rate (CER) metric
- feat(handlers): add GradientNormLogger for monitoring gradient norms
- Add GradientNormLogger handler for monitoring training stability
- Distributed may deadlock in `one_rank_first` when an exception occurs on the target rank
- Refactor SpearmanRankCorrelation to native PyTorch and remove SciPy dependency
- [Bug] Numerical instability in `PearsonCorrelation` due to naive variance formula
- [Enhancement] Native PyTorch Implementation for `SpearmanRankCorrelation`
- Add min_evals parameter to EarlyStopping handler
- Feature Request: Option to disable automatic epoch display in ProgressBar
- Docs
- Python not yet supported